{"id":"https://openalex.org/W3184891176","doi":"https://doi.org/10.1109/metroind4.0iot51437.2021.9488497","title":"Learning classifiers for analysis of Blood Volume Pulse signals in IoT-enabled systems","display_name":"Learning classifiers for analysis of Blood Volume Pulse signals in IoT-enabled systems","publication_year":2021,"publication_date":"2021-06-07","ids":{"openalex":"https://openalex.org/W3184891176","doi":"https://doi.org/10.1109/metroind4.0iot51437.2021.9488497","mag":"3184891176"},"language":"en","primary_location":{"id":"doi:10.1109/metroind4.0iot51437.2021.9488497","is_oa":false,"landing_page_url":"https://doi.org/10.1109/metroind4.0iot51437.2021.9488497","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Workshop on Metrology for Industry 4.0 &amp; IoT (MetroInd4.0&amp;IoT)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074662751","display_name":"Gloria Cosoli","orcid":"https://orcid.org/0000-0001-7982-208X"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Gloria Cosoli","raw_affiliation_strings":["Marche Polytechnic University, Ancona, Italy"],"affiliations":[{"raw_affiliation_string":"Marche Polytechnic University, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043970942","display_name":"Grazia Iadarola","orcid":"https://orcid.org/0000-0001-7093-2733"},"institutions":[{"id":"https://openalex.org/I16337185","display_name":"University of Sannio","ror":"https://ror.org/04vc81p87","country_code":"IT","type":"education","lineage":["https://openalex.org/I16337185"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Grazia Iadarola","raw_affiliation_strings":["University of Sannio, Benevento, Italy"],"affiliations":[{"raw_affiliation_string":"University of Sannio, Benevento, Italy","institution_ids":["https://openalex.org/I16337185"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044360054","display_name":"Angelica Poli","orcid":"https://orcid.org/0000-0003-2600-4037"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Angelica Poli","raw_affiliation_strings":["Marche Polytechnic University, Ancona, Italy"],"affiliations":[{"raw_affiliation_string":"Marche Polytechnic University, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060478515","display_name":"Susanna Spinsante","orcid":"https://orcid.org/0000-0002-7323-4030"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Susanna Spinsante","raw_affiliation_strings":["Marche Polytechnic University, Ancona, Italy"],"affiliations":[{"raw_affiliation_string":"Marche Polytechnic University, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5074662751"],"corresponding_institution_ids":["https://openalex.org/I122534668"],"apc_list":null,"apc_paid":null,"fwci":1.5876,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.81753045,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"307","last_page":"312"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.988099992275238,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.988099992275238,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9879000186920166,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11209","display_name":"Cardiovascular and exercise physiology","score":0.9452000260353088,"subfield":{"id":"https://openalex.org/subfields/2707","display_name":"Complementary and alternative medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.8323451280593872},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7132344245910645},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.6925836801528931},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6252946257591248},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5815778970718384},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5188751816749573},{"id":"https://openalex.org/keywords/exertion","display_name":"Exertion","score":0.4794137179851532},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.46081656217575073},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.44024458527565},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.4100790023803711},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.08424922823905945},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.0798463523387909}],"concepts":[{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.8323451280593872},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7132344245910645},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.6925836801528931},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6252946257591248},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5815778970718384},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5188751816749573},{"id":"https://openalex.org/C2778310968","wikidata":"https://www.wikidata.org/wiki/Q14536140","display_name":"Exertion","level":2,"score":0.4794137179851532},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46081656217575073},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.44024458527565},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.4100790023803711},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.08424922823905945},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0798463523387909},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/metroind4.0iot51437.2021.9488497","is_oa":false,"landing_page_url":"https://doi.org/10.1109/metroind4.0iot51437.2021.9488497","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Workshop on Metrology for Industry 4.0 &amp; IoT (MetroInd4.0&amp;IoT)","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.uniecampus.it:11389/58756","is_oa":false,"landing_page_url":"https://hdl.handle.net/11389/58756","pdf_url":null,"source":{"id":"https://openalex.org/S4306400077","display_name":"IRIS eCampus Telematic University (Universit\u00e0 degli Studi eCampus)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I167322064","host_organization_name":"Universit\u00e0 degli Studi eCampus","host_organization_lineage":["https://openalex.org/I167322064"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:iris.univpm.it:11566/294226","is_oa":false,"landing_page_url":"https://ieeexplore.ieee.org/document/9488497","pdf_url":null,"source":{"id":"https://openalex.org/S4306402571","display_name":"Universit\u00e0 Politecnica delle Marche (Universit\u00e0 Politecnica delle Marche)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I122534668","host_organization_name":"Marche Polytechnic University","host_organization_lineage":["https://openalex.org/I122534668"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:iris.univpm.it:11566/311048","is_oa":false,"landing_page_url":"https://hdl.handle.net/11566/311048","pdf_url":null,"source":{"id":"https://openalex.org/S4306402571","display_name":"Universit\u00e0 Politecnica delle Marche (Universit\u00e0 Politecnica delle Marche)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I122534668","host_organization_name":"Marche Polytechnic University","host_organization_lineage":["https://openalex.org/I122534668"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5600000023841858,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1972200139","https://openalex.org/W2133589238","https://openalex.org/W2133990480","https://openalex.org/W2142996916","https://openalex.org/W2149169715","https://openalex.org/W2285072859","https://openalex.org/W2341105960","https://openalex.org/W2497721881","https://openalex.org/W2751739500","https://openalex.org/W2947706773","https://openalex.org/W2977231839","https://openalex.org/W2987507606","https://openalex.org/W3009800155","https://openalex.org/W3014439667","https://openalex.org/W3015589435","https://openalex.org/W3024062091","https://openalex.org/W3029176123","https://openalex.org/W3041172644","https://openalex.org/W3043128363","https://openalex.org/W3045195655","https://openalex.org/W3105958842","https://openalex.org/W3110147444","https://openalex.org/W3118340795","https://openalex.org/W3123716799","https://openalex.org/W3124930403","https://openalex.org/W3175318502","https://openalex.org/W3176187724","https://openalex.org/W3193863030","https://openalex.org/W4292528167","https://openalex.org/W6797564221","https://openalex.org/W6797718439","https://openalex.org/W6800138357"],"related_works":["https://openalex.org/W2355927362","https://openalex.org/W2961085424","https://openalex.org/W2096130758","https://openalex.org/W2329086085","https://openalex.org/W4291951468","https://openalex.org/W3195168932","https://openalex.org/W1996541855","https://openalex.org/W2981121490","https://openalex.org/W3200179079","https://openalex.org/W2556319748"],"abstract_inverted_index":{"Physical":[0],"exertion":[1],"undoubtedly":[2],"influences":[3],"physiological":[4],"parameters.":[5],"The":[6,74],"aim":[7,94],"of":[8,24,72,87,95,103],"this":[9],"paper":[10],"is":[11,43],"to":[12,19,45,83],"propose":[13],"a":[14,28,40],"Machine":[15,57],"Learning":[16],"classifier":[17,58],"able":[18],"evaluate":[20],"the":[21,47,54,60,79,85,88,93,97,101],"physical":[22,48],"state":[23],"subjects":[25],"monitored":[26],"through":[27],"wearable":[29],"device,":[30],"by":[31],"simply":[32],"analysing":[33],"their":[34],"Blood":[35],"Volume":[36],"Pulse":[37],"signals.":[38],"Moreover,":[39],"Fatigue-Related":[41],"Index":[42],"presented":[44],"quantify":[46],"well-being":[49,90],"status.":[50],"Results":[51],"show":[52],"that":[53,78],"Support":[55],"Vector":[56],"provides":[59],"best":[61],"performance":[62],"for":[63],"detecting":[64],"fatigue-induced":[65],"stress,":[66],"since":[67],"it":[68],"shows":[69],"an":[70],"accuracy":[71],"97.50%.":[73],"obtained":[75],"results":[76],"prove":[77],"proposed":[80],"approach":[81],"allows":[82],"support":[84],"assessment":[86],"worker's":[89],"status,":[91],"with":[92],"improving":[96],"workload":[98],"management":[99],"in":[100],"context":[102],"Industry":[104],"4.0.":[105]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2021-08-02T00:00:00"}
